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* changes to browser notebooks to make them standalone * clearing outputs --------- Co-authored-by: Veda Raman <vedashrr@amazon.com>
Amazon Bedrock AgentCore Browser Tool
Overview
Amazon Bedrock AgentCore Browser Tool provides AI agents with a secure, fully managed way to interact with websites just like humans do. It allows agents to navigate web pages, fill out forms, and complete complex tasks without requiring developers to write and maintain custom automation scripts.
How it works
A browser tool sandbox is a secure execution environment that enables AI agents to safely interact with web browsers. When a user makes a request, the Large Language Model (LLM) selects appropriate tools and translates commands. These commands are executed within a controlled sandbox environment containing a headless browser and hosted library server (using tools like Playwright). The sandbox provides isolation and security by containing web interactions within a restricted space, preventing unauthorized system access. The agent receives feedback through screenshots and can perform automated tasks while maintaining system security. This setup enables safe web automation for AI agents
Key Features
Secure, Managed Web Interaction
Provides AI agents with a secure, fully managed way to interact with websites just like humans do, allowing navigation, form filling, and complex task completion without requiring custom automation scripts.
Enterprise Security Features
Provides VM-level isolation with 1:1 mapping between user session and browser session, offering enterprise-grade security. Each browser session runs in an isolated sandbox environment to meet enterprise security needs
Model-Agnostic Integration
Supports various AI models and frameworks while providing natural language abstractions for browser actions through tools like interact(), parse(), and discover(), making it particularly suitable for enterprise environments. The tool can execute browser commands from any library and supports various automation frameworks like Playwright and Puppeteer.
Integration
Amazon Bedrock AgentCore Browser Tool integrates with other Amazon Bedrock AgentCore capabilities through a unified SDK, including:
- Amazon Bedrock AgentCore Runtime
- Amazon Bedrock AgentCore Identity
- Amazon Bedrock AgentCore Memory
- Amazon Bedrock AgentCore Observability
This integration aims to simplify the development process and provide a comprehensive platform for building, deploying, and managing AI agents, with powerful capabilities to perform browser based tasks.
Use Cases
The Amazon Bedrock AgentCore Browser Tool is suitable for a wide range of applications, including:
- Web Navigation & Interaction
- Workflow Automation including filling forms
Tutorials overview
In these tutorials we will cover the following functionality: